Workplace detection research

Many computer vision applications are using UI and manual input when it comes to finding person's workplace. This is a little research on possibility of automatic detection of workplaces.

Data

Data for this research was taken from free live cameras directory insecam.com Parser is available in /parser folder.

Results

Some results are presented in /results folder. Some findings:

1. Moving cameras are bad when we use clusterization (lol). We could use some registration algorithms for fixing it.
2. MediaPipe works bad on low-res images (as expected).
3. Overall, we've managed to cluster persons interest points.